Blog
Thoughts and notes.
What
Essays, data investigations, and tutorials on the convergence of machine learning and healthcare, and on building with AI.
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AI systems
Software Is Learning to Choose the Next Step
One late birthday gift explains how AI agents choose what happens next, why rules still matter, and what the shift means for the products we use.
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Data investigation
The Wires, Not the Electrons: Where Your Electric Bill Actually Went
New England delivery charges roughly doubled while electricity demand fell. Ten years of federal open data reveal where the money went: a rate-base machine, unreviewed transmission spending, and policy programs hiding in the delivery line. Every claim sourced.
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Hire an AI developer
Episode 1: Build Your Own Budget Tracker
Go from a bank statement CSV to a fully interactive budget dashboard in fifteen minutes without writing a single line of code.
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Hire an AI developer
Episode 0: Set Up Your AI Developer in 10 Minutes
Learn how to install, configure, and communicate with Claude Code. Zero technical experience required.
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AI systems
The Supply-Side Illusion: Why AI Isn’t Making Anything Cheaper (Yet)
AI is crushing the cost of intelligence, but your groceries, rent, and healthcare haven’t budged. The structural forces keeping prices sticky, and a three-phase timeline for when they break.
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Engineering
Surviving the Commoditization Wave: AI Market Strategy for Builders
When intelligence becomes a utility, the old playbook dies. How incumbents will fight to preserve margins, why solo founders have a structural edge, and what it means to sell outcomes instead of software.
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Data viz
Visualizing Healthcare Scarcity: Building the Dearth Map
A geographic visualisation tool designed to identify gaps in healthcare access and infrastructure coverage across regions.